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       "│ <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">Starting Task:</span> 创建一个使用 React + TypeScript + Tailwind CSS 的项目                                            │\n",
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       "│ \u001b[1;34mStarting Task:\u001b[0m 创建一个使用 React + TypeScript + Tailwind CSS 的项目                                            │\n",
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      "File \u001b[0;32m/opt/miniconda3/envs/byzerllm/lib/python3.10/site-packages/nest_asyncio.py:30\u001b[0m, in \u001b[0;36m_patch_asyncio.<locals>.run\u001b[0;34m(main, debug)\u001b[0m\n\u001b[1;32m     28\u001b[0m task \u001b[38;5;241m=\u001b[39m asyncio\u001b[38;5;241m.\u001b[39mensure_future(main)\n\u001b[1;32m     29\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 30\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mloop\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrun_until_complete\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtask\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     31\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[1;32m     32\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m task\u001b[38;5;241m.\u001b[39mdone():\n",
      "File \u001b[0;32m/opt/miniconda3/envs/byzerllm/lib/python3.10/site-packages/nest_asyncio.py:92\u001b[0m, in \u001b[0;36m_patch_loop.<locals>.run_until_complete\u001b[0;34m(self, future)\u001b[0m\n\u001b[1;32m     90\u001b[0m     f\u001b[38;5;241m.\u001b[39m_log_destroy_pending \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[1;32m     91\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m f\u001b[38;5;241m.\u001b[39mdone():\n\u001b[0;32m---> 92\u001b[0m     \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_run_once\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m     93\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_stopping:\n\u001b[1;32m     94\u001b[0m         \u001b[38;5;28;01mbreak\u001b[39;00m\n",
      "File \u001b[0;32m/opt/miniconda3/envs/byzerllm/lib/python3.10/site-packages/nest_asyncio.py:115\u001b[0m, in \u001b[0;36m_patch_loop.<locals>._run_once\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    108\u001b[0m     heappop(scheduled)\n\u001b[1;32m    110\u001b[0m timeout \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m    111\u001b[0m     \u001b[38;5;241m0\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m ready \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_stopping\n\u001b[1;32m    112\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28mmin\u001b[39m(\u001b[38;5;28mmax\u001b[39m(\n\u001b[1;32m    113\u001b[0m         scheduled[\u001b[38;5;241m0\u001b[39m]\u001b[38;5;241m.\u001b[39m_when \u001b[38;5;241m-\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtime(), \u001b[38;5;241m0\u001b[39m), \u001b[38;5;241m86400\u001b[39m) \u001b[38;5;28;01mif\u001b[39;00m scheduled\n\u001b[1;32m    114\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[0;32m--> 115\u001b[0m event_list \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_selector\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mselect\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    116\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_process_events(event_list)\n\u001b[1;32m    118\u001b[0m end_time \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mtime() \u001b[38;5;241m+\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_clock_resolution\n",
      "File \u001b[0;32m/opt/miniconda3/envs/byzerllm/lib/python3.10/selectors.py:562\u001b[0m, in \u001b[0;36mKqueueSelector.select\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m    560\u001b[0m ready \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m    561\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 562\u001b[0m     kev_list \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_selector\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcontrol\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmax_ev\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    563\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mInterruptedError\u001b[39;00m:\n\u001b[1;32m    564\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m ready\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "import os\n",
    "import sys\n",
    "from autocoder.agent.coder import Coder\n",
    "import byzerllm\n",
    "import asyncio\n",
    "import json\n",
    "import nest_asyncio\n",
    "nest_asyncio.apply()\n",
    "\n",
    "# 初始化 LLM\n",
    "llm = byzerllm.ByzerLLM.from_default_model(model=\"deepseek_chat\")\n",
    "\n",
    "# 创建 Coder 实例\n",
    "coder = Coder(llm)\n",
    "\n",
    "# 定义测试项目路径\n",
    "test_project_path = os.path.join(os.getcwd(), \"test_react_project\")\n",
    "\n",
    "\n",
    "# 定义测试任务\n",
    "test_task = \"\"\"\n",
    "创建一个使用 React + TypeScript + Tailwind CSS 的项目\n",
    "\"\"\"\n",
    "\n",
    "\n",
    "async def main():\n",
    "    await coder.start_task(test_task)\n",
    "\n",
    "asyncio.run(main())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "  \"groups\": [\n",
      "    {\n",
      "      \"name\": \"文件自动分组功能增强\",\n",
      "      \"description\": \"增强FileGroupPanel中的自动分组功能，包括UI交互优化、参数配置和结果展示\",\n",
      "      \"queries\": [\n",
      "        \"@frontend/src/components/MainContent/FileGroupPanel.tsx 自动分组后,需要重新刷新文件风阻列表\",\n",
      "        \"@frontend/src/components/MainContent/FileGroupPanel.tsx 中的自动分组弹窗框,点击确定后后要进入运行状态,直到返回结果.\",\n",
      "        \"@frontend/src/components/MainContent/FileGroupPanel.tsx 中的自动生成分组,弹窗框多出一个参数配置 group_num_limit, 用于限定做多生成的组数.\",\n",
      "        \"@frontend/src/components/MainContent/FileGroupPanel.tsx 中的 auto group 按钮使用一个spark 小图标,同时让按钮更好看一些,颜色也不要和其他的一样.其次执行分组后的结果要让用户选择.\"\n",
      "      ],\n",
      "      \"urls\": [\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/package.json\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/src/auto_coder_web/proxy.py\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/App.css\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/App.tsx\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/components/Sidebar/lang.ts\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/setup.py\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder/src/autocoder/agent/auto_filegroup.py\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/components/MainContent/FileGroupPanel.tsx\"\n",
      "      ]\n",
      "    },\n",
      "    {\n",
      "      \"name\": \"UI组件布局与样式优化\",\n",
      "      \"description\": \"优化多个UI组件的布局、样式和自适应效果，包括HistoryPanel和TerminalManager的展示效果\",\n",
      "      \"queries\": [\n",
      "        \"@frontend/src/components/MainContent/HistoryPanel.tsx 每个所有字体颜色都要改成和黑色对比比较强烈的颜色\",\n",
      "        \"@frontend/src/components/MainContent/HistoryPanel.tsx 需要适应主页面大小，有滚动条。对应的主题色调要适配整dark模式，尤其是点击 查看变更后的弹出框\",\n",
      "        \"@frontend/src/App.tsx 中 Upper Section - Dynamic Content 和 Lower Section - Tool Panels 发生split 变化时，需啊哟让内部的 @frontend/src/components/Terminal/TerminalManager.tsx 也自动适应新的的高度\",\n",
      "        \"@frontend/src/App.tsx 中 @frontend/src/components/Terminal/TerminalManager.tsx 需要自动适配父元素高度\"\n",
      "      ],\n",
      "      \"urls\": [\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/App.tsx\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/App.css\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/components/MainContent/HistoryPanel.tsx\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/components/Terminal/Terminal.tsx\",\n",
      "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/components/Terminal/TerminalManager.tsx\"\n",
      "      ]\n",
      "    }\n",
      "  ]\n",
      "}\n",
      "False\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "v = '''\n",
    "根据提供的queries，我将对这些开发任务进行分析和分组。\n",
    "\n",
    "```json\n",
    "{\n",
    "  \"groups\": [\n",
    "    {\n",
    "      \"name\": \"文件自动分组功能增强\",\n",
    "      \"description\": \"增强FileGroupPanel中的自动分组功能，包括UI交互优化、参数配置和结果展示\",\n",
    "      \"queries\": [\n",
    "        \"@frontend/src/components/MainContent/FileGroupPanel.tsx 自动分组后,需要重新刷新文件风阻列表\",\n",
    "        \"@frontend/src/components/MainContent/FileGroupPanel.tsx 中的自动分组弹窗框,点击确定后后要进入运行状态,直到返回结果.\",\n",
    "        \"@frontend/src/components/MainContent/FileGroupPanel.tsx 中的自动生成分组,弹窗框多出一个参数配置 group_num_limit, 用于限定做多生成的组数.\",\n",
    "        \"@frontend/src/components/MainContent/FileGroupPanel.tsx 中的 auto group 按钮使用一个spark 小图标,同时让按钮更好看一些,颜色也不要和其他的一样.其次执行分组后的结果要让用户选择.\"\n",
    "      ],\n",
    "      \"urls\": [\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/package.json\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/src/auto_coder_web/proxy.py\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/App.css\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/App.tsx\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/components/Sidebar/lang.ts\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/setup.py\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder/src/autocoder/agent/auto_filegroup.py\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/components/MainContent/FileGroupPanel.tsx\"\n",
    "      ]\n",
    "    },\n",
    "    {\n",
    "      \"name\": \"UI组件布局与样式优化\",\n",
    "      \"description\": \"优化多个UI组件的布局、样式和自适应效果，包括HistoryPanel和TerminalManager的展示效果\",\n",
    "      \"queries\": [\n",
    "        \"@frontend/src/components/MainContent/HistoryPanel.tsx 每个所有字体颜色都要改成和黑色对比比较强烈的颜色\",\n",
    "        \"@frontend/src/components/MainContent/HistoryPanel.tsx 需要适应主页面大小，有滚动条。对应的主题色调要适配整dark模式，尤其是点击 查看变更后的弹出框\",\n",
    "        \"@frontend/src/App.tsx 中 Upper Section - Dynamic Content 和 Lower Section - Tool Panels 发生split 变化时，需啊哟让内部的 @frontend/src/components/Terminal/TerminalManager.tsx 也自动适应新的的高度\",\n",
    "        \"@frontend/src/App.tsx 中 @frontend/src/components/Terminal/TerminalManager.tsx 需要自动适配父元素高度\"\n",
    "      ],\n",
    "      \"urls\": [\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/App.tsx\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/App.css\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/components/MainContent/HistoryPanel.tsx\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/components/Terminal/Terminal.tsx\",\n",
    "        \"/Users/allwefantasy/projects/auto-coder.web/frontend/src/components/Terminal/TerminalManager.tsx\"\n",
    "      ]\n",
    "    }\n",
    "  ]\n",
    "}\n",
    "```\n",
    "\n",
    "分组说明：\n",
    "\n",
    "1. 文件自动分组功能增强\n",
    "- 这组任务都围绕FileGroupPanel组件的自动分组功能进行优化\n",
    "- 包含了UI交互改进、参数配置新增、结果展示优化等相关功能\n",
    "- 这些任务之间存在紧密的功能依赖，需要协同完成\n",
    "\n",
    "2. UI组件布局与样式优化\n",
    "- 这组任务主要关注UI组件的展示效果优化\n",
    "- 包括HistoryPanel的暗色主题适配和TerminalManager的自适应布局\n",
    "- 这些任务都与界面布局和样式相关，具有相似的实现目标\n",
    "\n",
    "这样的分组可以帮助开发团队更好地理解任务之间的关联性，并进行更有效的任务规划和实施。\n",
    "'''\n",
    "\n",
    "from byzerllm.utils.client import code_utils\n",
    "\n",
    "json_str = code_utils.extract_code(v)[0][1]\n",
    "print(json_str)\n",
    "json_data = json.loads(json_str)  \n",
    "\n",
    "print(v.startswith(\"```json\") and v.endswith(\"```\"))\n",
    "                "
   ]
  }
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